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Comprehensive evaluation of deep learning architectures for prediction of DNA/RNA sequence binding specificities
MOTIVATION: Deep learning architectures have recently demonstrated their power in predicting DNA- and RNA-binding specificity. Existing methods fall into three classes: Some are based on convolutional neural networks (CNNs), others use recurrent neural networks (RNNs) and others rely on hybrid archi...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6612801/ https://www.ncbi.nlm.nih.gov/pubmed/31510640 http://dx.doi.org/10.1093/bioinformatics/btz339 |